Ersin Yumer
- Photo-Sketching: Inferring Contour Drawings from Images
2019/01/02 by Mengtian Li, Zhe Lin, Li, Mengtian +8 · 1 voice · 8 citations
Computer Science · #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques #Medical Image Segmentation Techniques
- Learning Blind Video Temporal Consistency
2018/08/01 by Wei‐Sheng Lai, Lai, Wei-Sheng, Jia‐Bin Huang +9 · 28 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
- Learning to Predict Indoor Illumination from a Single Image
2017/04/01 by Marc-André Gardner, Kalyan Sunkavalli, Gardner, Marc-André +11 · 16 citations
Computer Science · #Image Enhancement Techniques #Advanced Vision and Imaging #Video Surveillance and Tracking Methods
- Perspective Transformer Nets: Learning Single-View 3D Object\n Reconstruction without 3D Supervision
2016/12/01 by Xinchen Yan, Yan, Xinchen, Yang, Jimei +6 · 9 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
- ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing
2018/03/05 by Chen-Hsuan Lin, Lin, Chen-Hsuan, Ersin Yumer +7 · 6 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Self-supervised Learning of Motion Capture
2017/12/04 by Hsiao-Yu Fish Tung, Tung, Hsiao-Yu Fish, Hsiao-Wei Tung +5 · 6 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Human Pose and Action Recognition #Human Motion and Animation
- PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image
2018/04/17 by Chen Liu, Liu, Chen, Yang, Jimei +6 · 5 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Optical measurement and interference techniques
- Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network
2017/06/07 by Xiao Yang, Yang, Xiao, Ersin Yumer +9 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- 3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks
2017/08/04 by Chuhang Zou, Ersin Yumer, Zou, Chuhang +6 · 5 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- ShapeAdv: Generating Shape-Aware Adversarial 3D Point Clouds
2020/05/24 by Kibok Lee, Lee, Kibok, Zhuoyuan Chen +7 · 3 citations
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #High-Velocity Impact and Material Behavior #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints
2019/05/12 by Mengtian Li, Li, Mengtian, Ersin Yumer +3 · 2 citations
Computer Science · #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques #Adversarial Robustness in Machine Learning
- Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks
2016/12/22 by Yinda Zhang, Zhang, Yinda, Shuran Song +11 · 2 citations
Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Vision and Imaging #Advanced Neural Network Applications